1
|
van Rooyen D, Lerario AM, Little DW, Ullenbruch MR, Taylor MJ, Gomez-Sanchez CE, Hammer GD, Rainey WE. Chronic activation of adrenal Gq signaling induces Cyp11b2 expression in the zona fasciculata and hyperaldosteronism. Mol Cell Endocrinol 2024; 585:112176. [PMID: 38341019 DOI: 10.1016/j.mce.2024.112176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2023] [Revised: 01/31/2024] [Accepted: 02/01/2024] [Indexed: 02/12/2024]
Abstract
Hyperaldosteronism is often associated with inappropriate aldosterone production and aldosterone synthase (Cyp11b2) expression. Normally, Cyp11b2 expression is limited to the adrenal zona glomerulosa (ZG) and regulated by angiotensin II which signals through Gq protein-coupled receptors. As cells migrate inwards, they differentiate into 11β-hydroxylase-expressing zona fasciculata (ZF) cells lacking Cyp11b2. The mechanism causing ZG-specific aldosterone biosynthesis is still unclear. We investigated the effect of chronic Gq signaling using transgenic mice with a clozapine N-oxide (CNO)-activated human M3 muscarinic receptor (DREADD) coupled to Gq (hM3Dq) that was expressed throughout the adrenal cortex. CNO raised circulating aldosterone in the presence of a high sodium diet with greater response seen in females compared to males. Immunohistochemistry and transcriptomics indicated disrupted zonal Cyp11b2 expression while Wnt signaling remained unchanged. Chronic Gq-DREADD signaling also induced an intra-adrenal RAAS in CNO-treated mice. Chronic Gq signaling disrupted adrenal cortex zonal aldosterone production associated with ZF expression of Cyp11b2.
Collapse
Affiliation(s)
- Desmaré van Rooyen
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA; Division of Metabolism, Endocrinology, and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Antonio M Lerario
- Division of Metabolism, Endocrinology, and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Donald W Little
- Division of Metabolism, Endocrinology, and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Matthew R Ullenbruch
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
| | - Matthew J Taylor
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
| | - Celso E Gomez-Sanchez
- Endocrine Section, G.V. (Sonny) Montgomery VA Medical Center and the Department of Pharmacology and Toxicology, University of Mississippi Medical Center, Jackson, MS, USA
| | - Gary D Hammer
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA; Division of Metabolism, Endocrinology, and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA; Department of Cell and Development Biology, University of Michigan, Ann Arbor, MI, USA
| | - William E Rainey
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA; Division of Metabolism, Endocrinology, and Diabetes, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
| |
Collapse
|
2
|
Barisas DAG, Choi K. Extramedullary hematopoiesis in cancer. Exp Mol Med 2024; 56:549-558. [PMID: 38443597 PMCID: PMC10985111 DOI: 10.1038/s12276-024-01192-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 12/21/2023] [Accepted: 12/26/2023] [Indexed: 03/07/2024] Open
Abstract
Hematopoiesis can occur outside of the bone marrow during inflammatory stress to increase the production of primarily myeloid cells at extramedullary sites; this process is known as extramedullary hematopoiesis (EMH). As observed in a broad range of hematologic and nonhematologic diseases, EMH is now recognized for its important contributions to solid tumor pathology and prognosis. To initiate EMH, hematopoietic stem cells (HSCs) are mobilized from the bone marrow into the circulation and to extramedullary sites such as the spleen and liver. At these sites, HSCs primarily produce a pathological subset of myeloid cells that contributes to tumor pathology. The EMH HSC niche, which is distinct from the bone marrow HSC niche, is beginning to be characterized. The important cytokines that likely contribute to initiating and maintaining the EMH niche are KIT ligands, CXCL12, G-CSF, IL-1 family members, LIF, TNFα, and CXCR2. Further study of the role of EMH may offer valuable insights into emergency hematopoiesis and therapeutic approaches against cancer. Exciting future directions for the study of EMH include identifying common and distinct EMH mechanisms in cancer, infectious diseases, and chronic autoimmune diseases to control these conditions.
Collapse
Affiliation(s)
- Derek A G Barisas
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA
| | - Kyunghee Choi
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, USA.
| |
Collapse
|
3
|
Bao S, Darvishi M, H Amin A, Al-Haideri MT, Patra I, Kashikova K, Ahmad I, Alsaikhan F, Al-Qaim ZH, Al-Gazally ME, Kiasari BA, Tavakoli-Far B, Sidikov AA, Mustafa YF, Akhavan-Sigari R. CXC chemokine receptor 4 (CXCR4) blockade in cancer treatment. J Cancer Res Clin Oncol 2023; 149:7945-7968. [PMID: 36905421 DOI: 10.1007/s00432-022-04444-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Accepted: 10/19/2022] [Indexed: 03/12/2023]
Abstract
CXC chemokine receptor type 4 (CXCR4) is a member of the G protein-coupled receptors (GPCRs) superfamily and is specific for CXC chemokine ligand 12 (CXCL12, also known as SDF-1), which makes CXCL12/CXCR4 axis. CXCR4 interacts with its ligand, triggering downstream signaling pathways that influence cell proliferation chemotaxis, migration, and gene expression. The interaction also regulates physiological processes, including hematopoiesis, organogenesis, and tissue repair. Multiple evidence revealed that CXCL12/CXCR4 axis is implicated in several pathways involved in carcinogenesis and plays a key role in tumor growth, survival, angiogenesis, metastasis, and therapeutic resistance. Several CXCR4-targeting compounds have been discovered and used for preclinical and clinical cancer therapy, most of which have shown promising anti-tumor activity. In this review, we summarized the physiological signaling of the CXCL12/CXCR4 axis and described the role of this axis in tumor progression, and focused on the potential therapeutic options and strategies to block CXCR4.
Collapse
Affiliation(s)
- Shunshun Bao
- The First Clinical Medical College, Xuzhou Medical University, 221000, Xuzhou, China
| | - Mohammad Darvishi
- Infectious Diseases and Tropical Medicine Research Center (IDTMRC), Department of Aerospace and Subaquatic Medicine, AJA University of Medicinal Sciences, Tehran, Iran
| | - Ali H Amin
- Deanship of Scientific Research, Umm Al-Qura University, 21955, Makkah, Saudi Arabia
- Zoology Department, Faculty of Science, Mansoura University, 35516, Mansoura, Egypt
| | - Maysoon T Al-Haideri
- Department of Physiotherapy, Cihan University-Erbil, Erbil, Kurdistan Region, Iraq
| | - Indrajit Patra
- An Independent Researcher, National Institute of Technology Durgapur, Durgapur, West Bengal, India
| | | | - Irfan Ahmad
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, King Khalid University, Abha, Saudi Arabia
| | - Fahad Alsaikhan
- College of Pharmacy, Prince Sattam Bin Abdulaziz University, Alkharj, Saudi Arabia
| | | | | | - Bahman Abedi Kiasari
- Virology Department, Faculty of Veterinary Medicine, The University of Tehran, Tehran, Iran.
| | - Bahareh Tavakoli-Far
- Dietary Supplements and Probiotic Research Center, Alborz University of Medical Sciences, Karaj, Iran.
- Department of Physiology and Pharmacology, Faculty of Medicine, Alborz University of Medical Sciences, Karaj, Iran.
| | - Akmal A Sidikov
- Rector, Ferghana Medical Institute of Public Health, Ferghana, Uzbekistan
| | - Yasser Fakri Mustafa
- Department of Pharmaceutical Chemistry, College of Pharmacy, University of Mosul, Mosul, 41001, Iraq
| | - Reza Akhavan-Sigari
- Department of Neurosurgery, University Medical Center Tuebingen, Tübingen, Germany
- Department of Health Care Management and Clinical Research, Collegium Humanum Warsaw Management University, Warsaw, Poland
| |
Collapse
|
4
|
Chemokine/GPCR Signaling-Mediated EMT in Cancer Metastasis. JOURNAL OF ONCOLOGY 2022; 2022:2208176. [PMID: 36268282 PMCID: PMC9578795 DOI: 10.1155/2022/2208176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/25/2022] [Revised: 08/08/2022] [Accepted: 08/23/2022] [Indexed: 11/17/2022]
Abstract
Metastasis, the chief cause of cancer-related deaths, is associated with epithelial-mesenchymal transition (EMT). In the tumor microenvironment, EMT can be triggered by chemokine/G-protein-coupled receptor (GPCR) signaling, which is closely associated with tumor progression. However, the functional links between chemokine/GPCR signaling-mediated EMT and metastasis remain unclear. Herein, we summarized the mechanisms of chemokine/GPCR signaling-mediated EMT with an insight into facilitating metastasis and clarified the role of chemokine in the local invasion, intravasation, circulation, extravasation, and colonization, respectively. Moreover, several potential pathways that might contribute to EMT based on the latest studies on GPCR signaling were proposed, including signaling mediated by G protein, β-arrestin, intracellular, dimerization activation, and transactivation. However, there is still limited evidence to support the EMT programme functional contribution to metastasis, which keeps a key question still open whether we should target EMT programme of cancer cells. Answers to that question might help develop an anticancer strategy or guide new directions for anticancer metastasis therapy.
Collapse
|
5
|
Matossian MD, Elliott S, Rhodes LV, Martin EC, Hoang VT, Burks HE, Zuercher WJ, Drewry DH, Collins-Burow BM, Burow ME. Application of a small molecule inhibitor screen approach to identify CXCR4 downstream signaling pathways that promote a mesenchymal and fulvestrant-resistant phenotype in breast cancer cells. Oncol Lett 2021; 21:380. [PMID: 33777204 PMCID: PMC7988660 DOI: 10.3892/ol.2021.12641] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2020] [Accepted: 11/30/2020] [Indexed: 12/27/2022] Open
Abstract
Chemokine receptor 4 (CXCR4) and its ligand stromal-derived factor 1 (SDF-1) have well-characterized functions in cancer metastasis; however, the specific mechanisms through which CXCR4 promotes a metastatic and drug-resistant phenotype remain widely unknown. The aim of the present study was to demonstrate the application of a phenotypic screening approach using a small molecule inhibitor library to identify potential CXCR4-mediated signaling pathways. The present study demonstrated a new application of the Published Kinase Inhibitor Set (PKIS), a library of small molecule inhibitors from diverse chemotype series with varying levels of selectivity, in a phenotypic medium-throughput screen to identify potential mechanisms to pursue. Crystal violet staining and brightfield microscopy were employed to evaluate relative cell survival and changes to cell morphology in the screens. ‘Hits’ or lead active compounds in the first screen were PKIS inhibitors that reversed mesenchymal morphologies in CXCR4-activated breast cancer cells without the COOH-terminal domain (MCF-7-CXCR4-ΔCTD) and in the phenotypically mesenchymal triple-negative breast cancer cells (MDA-MB-231, BT-549 and MDA-MB-157), used as positive controls. In a following screen, the phenotypic and cell viability screen was used with a positive control that was both morphologically mesenchymal and had acquired fulvestrant resistance. Compounds within the same chemotype series were identified that exhibited biological activity in the screens, the ‘active’ inhibitors, were compared with inactive compounds. Relative kinase activity was obtained using published datasets to discover candidate kinase targets responsible for CXCR4 activity. MAP4K4 and MINK reversed both the mesenchymal and drug-resistant phenotypes, NEK9 and DYRK2 only reversed the mesenchymal morphology, and kinases, including ROS, LCK, HCK and LTK, altered the fulvestrant-resistant phenotype. Oligoarray experiments revealed pathways affected in CXCR4-activated cells, and these pathways were compared with the present screening approach to validate our screening tool. The oligoarray approach identified the integrin-mediated, ephrin B-related, RhoA, RAC1 and ErbB signaling pathways to be upregulated in MCF-7-CXCR4-ΔCTD cells, with ephrin B signaling also identified in the PKIS phenotypic screen. The present screening tool may be used to discover potential mechanisms of targeted signaling pathways in solid cancers.
Collapse
Affiliation(s)
- Margarite D Matossian
- Department of Medicine, Section of Hematology and Oncology, Tulane University School of Medicine, New Orleans, LA 70112, USA
| | - Steven Elliott
- Department of Medicine, Section of Hematology and Oncology, Tulane University School of Medicine, New Orleans, LA 70112, USA
| | - Lyndsay V Rhodes
- Department of Biology, Florida Gulf Coast University, Fort Myers, FL 33965, USA
| | - Elizabeth C Martin
- Department of Biological and Agricultural Engineering Biology, Louisiana State University, Baton Rouge, LA 70803, USA
| | - Van T Hoang
- Department of Medicine, Section of Hematology and Oncology, Tulane University School of Medicine, New Orleans, LA 70112, USA
| | - Hope E Burks
- Department of Medicine, Section of Hematology and Oncology, Tulane University School of Medicine, New Orleans, LA 70112, USA
| | - William J Zuercher
- Structural Genomics Consortium, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC 27599, USA
| | - David H Drewry
- Structural Genomics Consortium, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Bridgette M Collins-Burow
- Department of Medicine, Section of Hematology and Oncology, Tulane University School of Medicine, New Orleans, LA 70112, USA
| | - Matthew E Burow
- Department of Medicine, Section of Hematology and Oncology, Tulane University School of Medicine, New Orleans, LA 70112, USA
| |
Collapse
|
6
|
Shi Y, Riese DJ, Shen J. The Role of the CXCL12/CXCR4/CXCR7 Chemokine Axis in Cancer. Front Pharmacol 2020; 11:574667. [PMID: 33363463 PMCID: PMC7753359 DOI: 10.3389/fphar.2020.574667] [Citation(s) in RCA: 139] [Impact Index Per Article: 34.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2020] [Accepted: 10/29/2020] [Indexed: 12/27/2022] Open
Abstract
Chemokines are a family of small, secreted cytokines which regulate a variety of cell functions. The C-X-C motif chemokine ligand 12 (CXCL12) binds to C-X-C chemokine receptor type 4 (CXCR4) and C-X-C chemokine receptor type 7 (CXCR7). The interaction of CXCL12 and its receptors subsequently induces downstream signaling pathways with broad effects on chemotaxis, cell proliferation, migration, and gene expression. Accumulating evidence suggests that the CXCL12/CXCR4/CXCR7 axis plays a pivotal role in tumor development, survival, angiogenesis, metastasis, and tumor microenvironment. In addition, this chemokine axis promotes chemoresistance in cancer therapy via complex crosstalk with other pathways. Multiple small molecules targeting CXCR4/CXCR7 have been developed and used for preclinical and clinical cancer treatment. In this review, we describe the roles of the CXCL12/CXCR4/CXCR7 axis in cancer progression and summarize strategies to develop novel targeted cancer therapies.
Collapse
Affiliation(s)
| | | | - Jianzhong Shen
- Department of Drug Discovery and Development, Harrison School of Pharmacy, Auburn University, Auburn, AL, United States
| |
Collapse
|
7
|
The Signaling Duo CXCL12 and CXCR4: Chemokine Fuel for Breast Cancer Tumorigenesis. Cancers (Basel) 2020; 12:cancers12103071. [PMID: 33096815 PMCID: PMC7590182 DOI: 10.3390/cancers12103071] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 10/05/2020] [Accepted: 10/18/2020] [Indexed: 12/16/2022] Open
Abstract
Simple Summary Breast cancer remains the most common malignancy in women. In this review, we explore the role of the CXCL12/CXCR4 pathway in breast cancer. We show that the CXCL12/CXCR4 cascade is involved in nearly every aspect of breast cancer tumorigenesis including proliferation, cell motility and distant metastasis. Moreover, we summarize current knowledge about the CXCL12/CXCR4-targeted therapies. Due to the critical roles of this pathway in breast cancer and other malignancies, we believe that audiences in different fields will find this overview helpful. Abstract The CXCL12/CXCR4 signaling pathway has emerged in the recent years as a key player in breast cancer tumorigenesis. This pathway controls many aspects of breast cancer development including cancer cell proliferation, motility and metastasis to all target organs. Moreover, the CXCL12/CXCR4 cascade affects both immune and stromal cells, creating tumor-supporting microenvironment. In this review, we examine state-of-the-art knowledge about detrimental roles of the CXCL12/CXCR4 signaling, discuss its therapeutic potential and suggest further research directions beneficial both for basic research and personalized medicine in breast cancer.
Collapse
|
8
|
Sarkar A, Atay Y, Erickson AL, Arisi I, Saltini C, Kahveci T. An Efficient Algorithm for Identifying Mutated Subnetworks Associated with Survival in Cancer. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2020; 17:1582-1594. [PMID: 30990435 DOI: 10.1109/tcbb.2019.2911069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Protein-protein interaction (PPI) network models interconnections between protein-encoding genes. A group of proteins that perform similar functions are often connected to each other in the PPI network. The corresponding genes form pathways or functional modules. Mutation in protein-encoding genes affect behavior of pathways. This results in initiation, progression, and severity of diseases that propagates through pathways. In this work, we integrate mutation, survival information of patients, and PPI network to identify connected subnetworks associated with survival. We define the computational problem using a fitness function called log-rank statistic to score subnetworks. Log-rank statistic compares the survival between two populations. We propose a novel method, Survival Associated Mutated Subnetwork (SAMS) that adopts genetic algorithm strategy to find the connected subnetwork within the PPI network whose mutation yields highest log-rank statistic. We test on real cancer and synthetic datasets. SAMS generate solutions in negligible time while the state-of-art method in literature takes exponential time. Log-rank statistic of SAMS selected mutated subnetworks are comparable to the method. Our result genesets show significant overlap with well-known cancer driver genes derived from curated datasets and studies in literature, display high text-mining score in terms of number of citations combined with disease-specific keywords in PubMed, and identify pathways having high biological relevance.
Collapse
|
9
|
Bianchi ME, Mezzapelle R. The Chemokine Receptor CXCR4 in Cell Proliferation and Tissue Regeneration. Front Immunol 2020; 11:2109. [PMID: 32983169 PMCID: PMC7484992 DOI: 10.3389/fimmu.2020.02109] [Citation(s) in RCA: 156] [Impact Index Per Article: 39.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Accepted: 08/04/2020] [Indexed: 12/13/2022] Open
Abstract
The CXCR4 receptor upon binding its ligands triggers multiple signaling pathways that orchestrate cell migration, hematopoiesis and cell homing, and retention in the bone marrow. However, CXCR4 also directly controls cell proliferation of non-hematopoietic cells. This review focuses on recent reports pointing to its pivotal role in tissue regeneration and stem cell activation, and discusses the connection to the known role of CXCR4 in promoting tumor growth. The mechanisms may be similar in all cases, since regeneration often recapitulates developmental processes, and cancer often exploits developmental pathways. Moreover, cell migration and cell proliferation appear to be downstream of the same signaling pathways. A deeper understanding of the complex signaling originating from CXCR4 is needed to exploit the opportunities to repair damaged organs safely and effectively.
Collapse
Affiliation(s)
- Marco E Bianchi
- Division of Genetics and Cell Biology, IRCCS San Raffaele Scientific Institute, Milan, Italy.,Vita-Salute San Raffaele University, Milan, Italy
| | - Rosanna Mezzapelle
- Division of Genetics and Cell Biology, IRCCS San Raffaele Scientific Institute, Milan, Italy.,Vita-Salute San Raffaele University, Milan, Italy
| |
Collapse
|
10
|
Expression profiling revealed keratins and interleukins as potential biomarkers in squamous cell carcinoma of horn in Indian bullocks ( Bos indicus). 3 Biotech 2020; 10:92. [PMID: 32089987 DOI: 10.1007/s13205-020-2078-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2019] [Accepted: 01/20/2020] [Indexed: 12/11/2022] Open
Abstract
Horn cancer is most prevalent in Bos indicus and poorly defined genetic landscape makes disease diagnosis and treatment difficult. In this study, RNA-Seq and data analysis using CLC Genomics Workbench was employed to identify biomarkers associated with horn cancer. As a result, a total of 149 genes were found significant differentially expressed in horn cancer samples compared to horn normal samples. The study revealed 'keratins' and 'interleukins' as apex groups of significant differentially expressed genes (DEGs). Functional analysis showed that the upregulated keratins support metastasis of tumor via cell proliferation, migration, and affecting cell stability, while downregulated interleukins along with other associated chemokine receptors deprive the immune response to tumor posing clear path for metastasis of horn cancer. Combi-action of both the group facilitates the tumor microenvironment to reproduce tumorigenesis. Analysis of pathways enriched in DEGs and exemplified protein-protein interaction network indicated actual role of DEGs in horn cancer at a fine level. Important effect of deregulated expression of keratin and interleukin genes in horn cancer enrolling their candidacy as potential biomarkers for horn cancer prognosis. This study appraises the possibility to mitigate horn cancer at fine resolution to extract attainable identification of prognostic molecular portraits.
Collapse
|
11
|
Bruns D, Gawehn E, Kumar KS, Schneider P, Baumgartner M, Schneider G. Identification of Synthetic Activators of Cancer Cell Migration by Hybrid Deep Learning. Chembiochem 2020; 21:500-507. [PMID: 31418992 DOI: 10.1002/cbic.201900346] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2019] [Revised: 08/07/2019] [Indexed: 12/22/2022]
Abstract
Deep convolutional neural networks (CNNs) are a method of choice for image recognition. Herein a hybrid CNN approach is presented for molecular pattern recognition in drug discovery. Using self-organizing map images of molecular pharmacophores as input, CNN models were trained to identify chemokine receptor CXCR4 modulators with high accuracy. This machine learning classifier identified first-in-class synthetic CXCR4 full agonists. The receptor-activating effects were confirmed by intracellular cAMP response and in a phenotypic spheroid invasion assay of medulloblastoma cell invasion. Additional macromolecular targets of the small molecules were predicted in silico and tested in vitro, revealing modulatory effects on dopamine receptors and CCR1. These results positively advocate the applicability of molecular image recognition by CNNs to ligand-based virtual compound screening, and demonstrate the complementarity of machine intelligence and human expert knowledge.
Collapse
Affiliation(s)
- Dominique Bruns
- Swiss Federal Institute of Technology (ETH), Department of Chemistry and Applied Biosciences, RETHINK, Vladimir-Prelog-Weg 4, 8093, Zürich, Switzerland
| | - Erik Gawehn
- Swiss Federal Institute of Technology (ETH), Department of Chemistry and Applied Biosciences, RETHINK, Vladimir-Prelog-Weg 4, 8093, Zürich, Switzerland
| | - Karthiga Santhana Kumar
- Paediatric Neuro-Oncology Research Group, Department of Oncology, Children's Research Center, University Children's Hospital Zürich, Lengghalde 5, 8008, Zürich, Switzerland
| | - Petra Schneider
- Swiss Federal Institute of Technology (ETH), Department of Chemistry and Applied Biosciences, RETHINK, Vladimir-Prelog-Weg 4, 8093, Zürich, Switzerland
| | - Martin Baumgartner
- Paediatric Neuro-Oncology Research Group, Department of Oncology, Children's Research Center, University Children's Hospital Zürich, Lengghalde 5, 8008, Zürich, Switzerland
| | - Gisbert Schneider
- Swiss Federal Institute of Technology (ETH), Department of Chemistry and Applied Biosciences, RETHINK, Vladimir-Prelog-Weg 4, 8093, Zürich, Switzerland
| |
Collapse
|
12
|
Bruns D, Merk D, Santhana Kumar K, Baumgartner M, Schneider G. Synthetic Activators of Cell Migration Designed by Constructive Machine Learning. ChemistryOpen 2019; 8:1303-1308. [PMID: 31660283 PMCID: PMC6807213 DOI: 10.1002/open.201900222] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Revised: 09/11/2019] [Indexed: 11/26/2022] Open
Abstract
Constructive machine learning aims to create examples from its learned domain which are likely to exhibit similar properties. Here, a recurrent neural network was trained with the chemical structures of known cell-migration modulators. This machine learning model was used to generate new molecules that mimic the training compounds. Two top-scoring designs were synthesized, and tested for functional activity in a phenotypic spheroid cell migration assay. These computationally generated small molecules significantly increased the migration of medulloblastoma cells. The results further corroborate the applicability of constructive machine learning to the de novo design of druglike molecules with desired properties.
Collapse
Affiliation(s)
- Dominique Bruns
- ETH Zurich, Department ofChemistry and Applied BiosciencesVladimir-Prelog-Weg 4CH-8093ZurichSwitzerland
| | - Daniel Merk
- ETH Zurich, Department ofChemistry and Applied BiosciencesVladimir-Prelog-Weg 4CH-8093ZurichSwitzerland
| | - Karthiga Santhana Kumar
- Pediatric Neuro-OncologyResearch Group, Department of Oncology, Children's Research Center, University Children's Hospital ZurichLengghalde 5CH-8008ZurichSwitzerland
| | - Martin Baumgartner
- Pediatric Neuro-OncologyResearch Group, Department of Oncology, Children's Research Center, University Children's Hospital ZurichLengghalde 5CH-8008ZurichSwitzerland
| | - Gisbert Schneider
- ETH Zurich, Department ofChemistry and Applied BiosciencesVladimir-Prelog-Weg 4CH-8093ZurichSwitzerland
| |
Collapse
|
13
|
Yang M, Zeng C, Li P, Qian L, Ding B, Huang L, Li G, Jiang H, Gong N, Wu W. Impact of CXCR4 and CXCR7 knockout by CRISPR/Cas9 on the function of triple-negative breast cancer cells. Onco Targets Ther 2019; 12:3849-3858. [PMID: 31190884 PMCID: PMC6527053 DOI: 10.2147/ott.s195661] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
Background Breast cancer is one of the most common malignancies threatening women's health. Triple-negative breast cancer (TNBC) is a special type of breast cancer with high invasion and metastasis. CXCL12 and its receptors CXCR4 and CXCR7 play a crucial role in the progress of breast cancer. The aim of this study was to investigate the effect of CXCR4 and CXCR7 on the function of TNBC. Materials and methods We used the CRISPR/Cas9 technique to carry out a single knockout of the CXCR4 or CXCR7 gene and co-knockout of CXCR4 and CXCR7 genes in the TNBC cell line (MDA-MB-231). The single knockout and co-knockout cells were screened and verified by PCR sequencing and Western blot assay, the effect of single knockout and co-knockout on the proliferation of TNBC cells was examined using the Cell Counting Kit-8 and colony formation assays, the migration and invasion of TNBC cells were examined by the transwell and wound-healing assays, the changes in the cell cycle distribution after knockout were detected by flow cytometry, and the difference in the migration and invasion of single knockout and co-knockout induced by CXCL12 was observed by adding CXCL12 in the experimental group. Results The single knockout of the CXCR4 or CXCR7 gene significantly reduced the cell proliferation, growth, migration, and invasion and delayed the conversion of the G1/S cycle, while the co-knockout inhibited these biological abilities more significantly. In both the knockout and control groups, the migration and invasion of CXCL12-added cells were significantly stronger than those of the non-CXCL12-added cells, and CXCL12 induced lesser migration and invasion in the CXCR4 and CXCR7 co-knockout group than in the single knockout groups. Conclusion The knockout of the CXCR4 and CXCR7 genes affects the binding capacity and functions of CXCL12, inhibits the malignant progression of TNBC cells significantly, and may become a potential target for the treatment of TNBC.
Collapse
Affiliation(s)
- Meng Yang
- Department of Breast Thyroid Surgery, The Third Xiangya Hospital of Central South University, Changsha, Hunan 410013, People's Republic of China,
| | - Chen Zeng
- Department of Breast Thyroid Surgery, The Third Xiangya Hospital of Central South University, Changsha, Hunan 410013, People's Republic of China,
| | - Peiting Li
- Department of Breast Thyroid Surgery, The Third Xiangya Hospital of Central South University, Changsha, Hunan 410013, People's Republic of China,
| | - Liyuan Qian
- Department of Breast Thyroid Surgery, The Third Xiangya Hospital of Central South University, Changsha, Hunan 410013, People's Republic of China,
| | - Boni Ding
- Department of Breast Thyroid Surgery, The Third Xiangya Hospital of Central South University, Changsha, Hunan 410013, People's Republic of China,
| | - Lihua Huang
- Central Laboratory, The Third Xiangya Hospital of Central South University, Changsha, Hunan 410013, People's Republic of China
| | - Gang Li
- Department of Breast Thyroid Surgery, The Third Xiangya Hospital of Central South University, Changsha, Hunan 410013, People's Republic of China,
| | - Han Jiang
- Department of Breast Thyroid Surgery, The Third Xiangya Hospital of Central South University, Changsha, Hunan 410013, People's Republic of China,
| | - Ni Gong
- Department of Gastrointestinal Surgery, The Third Xiangya Hospital of Central South University, Changsha, Hunan Province, People's Republic of China,
| | - Wei Wu
- Department of Breast Thyroid Surgery, The Third Xiangya Hospital of Central South University, Changsha, Hunan 410013, People's Republic of China,
| |
Collapse
|
14
|
Amarante MK, Vitiello GAF, Rosa MH, Mancilla IA, Watanabe MAE. Potential use of CXCL12/CXCR4 and sonic hedgehog pathways as therapeutic targets in medulloblastoma. Acta Oncol 2018; 57:1134-1142. [PMID: 29771176 DOI: 10.1080/0284186x.2018.1473635] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Medulloblastoma (MB) is the most common malignant brain tumor occurring in children, and although high long-term survival rates have been reached with current therapeutic protocols, several neurological injuries are still observed among survivors. It has been shown that the development of MB is highly dependent on the microenvironment surrounding it and that the CXCL12 chemokine and its receptor, CXCR4 and the Sonic Hedgehog (SHH) pathway are crucial for cerebellar development, coordinating proliferation and migration of embryonic cells and malfunctions in these axes can lead to MB development. Indeed, the concomitant overactivation of these axes was suggested to define a new MB molecular subgroup. New molecules are being studied, aiming to inhibit either CXCR4 or the SHH pathways and have been tested in preclinical settings for the treatment of cancers. The use of these molecules could improve MB treatment and save patients from aggressive surgery, chemotherapy and radiotherapy regimens, which are responsible for severe neurological consequences. This review aims to summarize current data about the experimental inhibition of CXCR4 and SHH pathways in MB and its potential implications in treatment of this cancer.
Collapse
Affiliation(s)
| | | | - Marcos Henrique Rosa
- Department of Pathological Sciences, Londrina State University, Londrina, Brazil
| | | | | |
Collapse
|
15
|
Deng K, Zhang F, Song W, Zhao W, Rong Z, Cai Y, Xu H, Lu M, Wang W, Li A, Hou Y, Li Z, Li K. Identification of pathway-based recurrence-associated signatures in optimally debulked patients with serous ovarian cancer. J Cell Biochem 2018; 119:8564-8573. [PMID: 30126000 DOI: 10.1002/jcb.27098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2017] [Accepted: 04/26/2018] [Indexed: 11/06/2022]
Abstract
Serous ovarian cancer (SOC) is the most common form of the histological subtype of epithelial ovarian cancer, with the worst clinical outcome. Despite improvements in surgery and chemotherapy, most patients with SOC experience recurrence within 12-18 months of first-line treatment. Current studies are unable to robustly predict the recurrence of SOC, and more accurate predictive models are urgently required. We have, therefore, developed a novel pathway-structured model to predict the recurrence of SOC. We trained the model on a set of 333 patients and validated it in 3 diversified validation datasets of 403 patients. Genes significantly associated with recurrence within each pathway were identified using a Cox proportional hazards model based on LASSO estimation in the training dataset. Next, a pathway-structured scoring matrix was obtained after computation of the prognostic score for each pathway by fitting to the Cox proportional hazards model. With the pathway-structure scoring matrix as an input, the pathway-based recurrent signatures were identified using the Cox proportional hazards model based on LASSO estimation and the significant pathway-based signatures were externally validated in 3 independent datasets. Meanwhile, our pathway-structured model was compared with a commonly used gene-based model. Our results revealed that our 12 pathway-based signatures successfully predicted the recurrence of SOC with high accuracy in the training dataset and in the 3 validation datasets. Moreover, our pathway-structured model was superior to the gene-based model in 4 datasets. The pathways selected in our study will provide new insights into the pathogenesis and clinical treatments of SOC.
Collapse
Affiliation(s)
- Kui Deng
- Department of Epidemiology and Biostatistics, School of Public Health, Harbin Medical University, Harbin, China
| | - Fan Zhang
- Department of Epidemiology and Biostatistics, School of Public Health, Harbin Medical University, Harbin, China
| | - Wei Song
- Department of Epidemiology and Biostatistics, School of Public Health, Harbin Medical University, Harbin, China
| | - Weiwei Zhao
- Department of Epidemiology and Biostatistics, School of Public Health, Harbin Medical University, Harbin, China
| | - Zhiwei Rong
- Department of Epidemiology and Biostatistics, School of Public Health, Harbin Medical University, Harbin, China
| | - Yuqing Cai
- Department of Epidemiology and Biostatistics, School of Public Health, Harbin Medical University, Harbin, China
| | - Huan Xu
- Department of Epidemiology and Biostatistics, School of Public Health, Harbin Medical University, Harbin, China
| | - Mingliang Lu
- Department of Epidemiology and Biostatistics, School of Public Health, Harbin Medical University, Harbin, China
| | - Wenjie Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Harbin Medical University, Harbin, China
| | - Ang Li
- Department of Epidemiology and Biostatistics, School of Public Health, Harbin Medical University, Harbin, China
| | - Yan Hou
- Department of Epidemiology and Biostatistics, School of Public Health, Harbin Medical University, Harbin, China
| | - Zhenzi Li
- Department of Epidemiology and Biostatistics, School of Public Health, Harbin Medical University, Harbin, China
| | - Kang Li
- Department of Epidemiology and Biostatistics, School of Public Health, Harbin Medical University, Harbin, China
| |
Collapse
|
16
|
Rigo A, Ferrarini I, Innamorati G, Vinante F. A single amino acid substitution in CXCL12 confers functional selectivity at the beta-arrestin level. Oncotarget 2018; 9:28830-28841. [PMID: 29989007 PMCID: PMC6034749 DOI: 10.18632/oncotarget.25533] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Accepted: 05/13/2018] [Indexed: 12/31/2022] Open
Abstract
CXCL12/CXCR4 axis relies on both heterotrimeric Gi protein and β-arrestin coupling to trigger downstream responses. G protein activation allows for calcium flux, chemotaxis and early extracellular-signal regulated kinases 1/2 (ERK1/2) phosphorylation, whereas β-arrestin recruitment leads to late signaling, receptor desensitization and internalization. Together they may regulate the balance between transactivation and transinhibition of epithelial growth factor receptor 1 (HER1). Since we have previously noted significant differences between CXCL12 and its structural variant [N33A]CXCL12 in CXCR4 signaling, we sought to better characterize them by performing cAMP inhibition and β-arrestin recruitment assays, as well as functional tests that separately investigate G protein and β-arrestin-induced responses. [N33A]CXCL12 showed reduced potency both in Gαi coupling and β-arrestin recruitment as compared to the wild type chemokine, acting as an unbiased ligand. While these findings translated into reduced potency within Gαi-dependent functions, β-arrestin-dependent modules were affected in a more peculiar way. Unlike CXCL12, the mutant analogue did not restore HB-EGF-stimulated HER1 from CXCR4-induced transinhibition, and did not trigger the late wave of ERK1/2 phosphorylation. Instead, CXCR4 internalization was not impaired upon [N33A]CXCL12 stimulation. These differences highlight the novel opportunity to dissect CXCL12 signaling within the β-arrestin layer, in which the mutant chemokine clearly favors the internalization module over the other pathways. Such functional selectivity has an impact on HER1 activation status and may play a relevant part in the crosstalk between tyrosine kinase and seven transmembrane receptors.
Collapse
Affiliation(s)
- Antonella Rigo
- Section of Hematology, Cancer Research & Cell Biology Laboratory, Department of Medicine, University of Verona, Verona, Italy
| | - Isacco Ferrarini
- Section of Hematology, Cancer Research & Cell Biology Laboratory, Department of Medicine, University of Verona, Verona, Italy
| | - Giulio Innamorati
- Laboratory of Translational Surgery, Department of Surgical Sciences, Dentistry, Gynecology and Pediatrics, University of Verona, Verona, Italy
| | - Fabrizio Vinante
- Section of Hematology, Cancer Research & Cell Biology Laboratory, Department of Medicine, University of Verona, Verona, Italy
| |
Collapse
|
17
|
Wilson RJ, Jecs E, Miller EJ, Nguyen HH, Tahirovic YA, Truax VM, Kim MB, Kuo KM, Wang T, Sum CS, Cvijic ME, Paiva AA, Schroeder GM, Wilson LJ, Liotta DC. Synthesis and SAR of 1,2,3,4-Tetrahydroisoquinoline-Based CXCR4 Antagonists. ACS Med Chem Lett 2018; 9:17-22. [PMID: 29348805 DOI: 10.1021/acsmedchemlett.7b00381] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2017] [Accepted: 12/08/2017] [Indexed: 01/30/2023] Open
Abstract
CXCR4 is the most common chemokine receptor expressed on the surface of many cancer cell types. In comparison to normal cells, cancer cells overexpress CXCR4, which correlates with cancer cell metastasis, angiogenesis, and tumor growth. CXCR4 antagonists can potentially diminish the viability of cancer cells by interfering with CXCL12-mediated pro-survival signaling and by inhibiting chemotaxis. Herein, we describe a series of CXCR4 antagonists that are derived from (S)-5,6,7,8-tetrahydroquinolin-8-amine that has prevailed in the literature. This series removes the rigidity and chirality of the tetrahydroquinoline providing 2-(aminomethyl)pyridine analogs, which are more readily accessible and exhibit improved liver microsomal stability. The medicinal chemistry strategy and biological properties are described.
Collapse
Affiliation(s)
- Robert J. Wilson
- Department
of Chemistry, Emory University, 1515 Dickey Drive NE, Atlanta, Georgia 30322, United States
| | - Edgars Jecs
- Department
of Chemistry, Emory University, 1515 Dickey Drive NE, Atlanta, Georgia 30322, United States
| | - Eric J. Miller
- Department
of Chemistry, Emory University, 1515 Dickey Drive NE, Atlanta, Georgia 30322, United States
| | - Huy H. Nguyen
- Department
of Chemistry, Emory University, 1515 Dickey Drive NE, Atlanta, Georgia 30322, United States
| | - Yesim A. Tahirovic
- Department
of Chemistry, Emory University, 1515 Dickey Drive NE, Atlanta, Georgia 30322, United States
| | - Valarie M. Truax
- Department
of Chemistry, Emory University, 1515 Dickey Drive NE, Atlanta, Georgia 30322, United States
| | - Michelle B. Kim
- Department
of Chemistry, Emory University, 1515 Dickey Drive NE, Atlanta, Georgia 30322, United States
| | - Katie M. Kuo
- Department
of Chemistry, Emory University, 1515 Dickey Drive NE, Atlanta, Georgia 30322, United States
| | - Tao Wang
- Bristol-Myers Squibb Research & Development, Princeton, New Jersey 08543, United States
| | - Chi Shing Sum
- Bristol-Myers Squibb Research & Development, Princeton, New Jersey 08543, United States
| | - Mary E. Cvijic
- Bristol-Myers Squibb Research & Development, Princeton, New Jersey 08543, United States
| | - Anthony A. Paiva
- Bristol-Myers Squibb Research & Development, Princeton, New Jersey 08543, United States
| | - Gretchen M. Schroeder
- Bristol-Myers Squibb Research & Development, Princeton, New Jersey 08543, United States
| | - Lawrence J. Wilson
- Department
of Chemistry, Emory University, 1515 Dickey Drive NE, Atlanta, Georgia 30322, United States
| | - Dennis C. Liotta
- Department
of Chemistry, Emory University, 1515 Dickey Drive NE, Atlanta, Georgia 30322, United States
| |
Collapse
|
18
|
Zhang CL, Xu YJ, Yang HX, Xu YQ, Shang DS, Wu T, Zhang YP, Li X. sPAGM: inferring subpathway activity by integrating gene and miRNA expression-robust functional signature identification for melanoma prognoses. Sci Rep 2017; 7:15322. [PMID: 29127397 PMCID: PMC5681640 DOI: 10.1038/s41598-017-15631-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2017] [Accepted: 10/30/2017] [Indexed: 02/07/2023] Open
Abstract
MicroRNAs (miRNAs) regulate biological pathways by inhibiting gene expression. However, most current analytical methods fail to consider miRNAs, when inferring functional or pathway activities. In this study, we developed a model called sPAGM to infer subpathway activities by integrating gene and miRNA expressions. In this model, we reconstructed subpathway graphs by embedding miRNA components, and characterized subpathway activity (sPA) scores by simultaneously considering the expression levels of miRNAs and genes. The results showed that the sPA scores could distinguish different samples across tumor types, as well as samples between tumor and normal conditions. Moreover, the sPAGM model displayed more specificities than the entire pathway-based analyses. This model was applied to melanoma tumors to perform a prognosis analysis, which identified a robust 55-subpathway signature. By using The Cancer Genome Atlas and independently verified data sets, the subpathway-based signature significantly predicted the patients’ prognoses, which were independent of clinical variables. In the prognostic performance comparison, the sPAGM model was superior to the gene-only and miRNA-only methods. Finally, we dissected the functional roles and interactions of components within the subpathway signature. Taken together, the sPAGM model provided a framework for inferring subpathway activities and identifying functional signatures for clinical applications.
Collapse
Affiliation(s)
- Chun-Long Zhang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China
| | - Yan-Jun Xu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China
| | - Hai-Xiu Yang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China
| | - Ying-Qi Xu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China
| | - De-Si Shang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China
| | - Tan Wu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China
| | - Yun-Peng Zhang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China.
| | - Xia Li
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, 150081, China.
| |
Collapse
|
19
|
The unique structural and functional features of CXCL12. Cell Mol Immunol 2017; 15:299-311. [PMID: 29082918 DOI: 10.1038/cmi.2017.107] [Citation(s) in RCA: 214] [Impact Index Per Article: 30.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2017] [Accepted: 09/07/2017] [Indexed: 12/12/2022] Open
Abstract
The CXC chemokine CXCL12 is an important factor in physiological and pathological processes, including embryogenesis, hematopoiesis, angiogenesis and inflammation, because it activates and/or induces migration of hematopoietic progenitor and stem cells, endothelial cells and most leukocytes. Therefore, CXCL12 activity is tightly regulated at multiple levels. CXCL12 has the unique property of existing in six splice variants in humans, each having a specific tissue distribution and in vivo activity. Controlled splice variant transcription and mRNA stability determine the CXCL12 expression profile. CXCL12 fulfills its functions in homeostatic and pathological conditions by interacting with its receptors CXC chemokine receptor 4 (CXCR4) and atypical chemokine receptor 3 (ACKR3) and by binding to glycosaminoglycans (GAGs) in tissues and on the endothelium to allow a proper presentation to passing leukocytes. Homodimerizaton and heterodimerization of CXCL12 and its receptors can alter their signaling activity, as exemplified by the synergy between CXCL12 and other chemokines in leukocyte migration assays. Receptor binding may also initiate CXCL12 internalization and its subsequent removal from the environment. Furthermore, CXCL12 activity is regulated by posttranslational modifications. Proteolytic removal of NH2- or COOH-terminal amino acids, citrullination of arginine residues by peptidyl arginine deiminases or nitration of tyrosine residues reduce CXCL12 activity. This review summarizes the interactions of CXCL12 with the cellular environment and discusses the different levels of CXCL12 activity regulation.
Collapse
|
20
|
First trimester screening of circulating C19MC microRNAs and the evaluation of their potential to predict the onset of preeclampsia and IUGR. PLoS One 2017; 12:e0171756. [PMID: 28182660 PMCID: PMC5300267 DOI: 10.1371/journal.pone.0171756] [Citation(s) in RCA: 80] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2016] [Accepted: 01/25/2017] [Indexed: 12/17/2022] Open
Abstract
Objectives A nested case control study of a longitudinal cohort comparing pregnant women enrolled at 10 to 13 gestational weeks was carried out to evaluate risk assessment for preeclampsia and IUGR based on circulating placental specific C19MC microRNAs in early pregnancy. Methods The expression of placental specific C19MC microRNAs (miR-516b-5p, miR-517-5p, miR-518b, miR-520a-5p, miR-520h, and miR-525-5p) was determined in plasma samples from pregnancies that subsequently developed preeclampsia (n = 21), IUGR (n = 18), and 58 normal pregnancies using real-time PCR and comparative Ct method relative to synthetic Caenorhabditis elegans microRNA (cel-miR-39). Results Circulating C19MC microRNAs were up-regulated (miR-517-5p, p = 0.005; miR-518b, p = 0.013; miR-520h, p = 0.021) or showed a trend toward up-regulation in patients destined to develop preeclampsia (miR-520a-5p, p = 0.067; miR-525-5p, p = 0.073). MiR-517-5p had the best predictive performance for preeclampsia with a sensitivity of 42.9%, a specificity of 86.2%, a PPV of 52.9% and a NPV of 80.6%. The combination of all examined circulating C19MC microRNAs had no advantage over using only the miR-517-5p biomarker to predict the occurrence of preeclampsia (a sensitivity of 20.6%, a specificity of 90.8%, a PPV of 44.8%, and a NPV of 76.0%). Conclusions Up-regulation of miR-517-5p, miR-518b and miR-520h was associated with a risk of later development of preeclampsia. First trimester screening of extracellular miR-517-5p identified a proportion of women with subsequent preeclampsia. No circulating C19MC microRNA biomarkers were identified that could predict later occurrence of IUGR.
Collapse
|
21
|
Bologna Z, Teoh JP, Bayoumi AS, Tang Y, Kim IM. Biased G Protein-Coupled Receptor Signaling: New Player in Modulating Physiology and Pathology. Biomol Ther (Seoul) 2017; 25:12-25. [PMID: 28035079 PMCID: PMC5207460 DOI: 10.4062/biomolther.2016.165] [Citation(s) in RCA: 78] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2016] [Revised: 08/19/2016] [Accepted: 08/23/2016] [Indexed: 01/03/2023] Open
Abstract
G protein-coupled receptors (GPCRs) are a family of cell-surface proteins that play critical roles in regulating a variety of pathophysiological processes and thus are targeted by almost a third of currently available therapeutics. It was originally thought that GPCRs convert extracellular stimuli into intracellular signals through activating G proteins, whereas β-arrestins have important roles in internalization and desensitization of the receptor. Over the past decade, several novel functional aspects of β-arrestins in regulating GPCR signaling have been discovered. These previously unanticipated roles of β-arrestins to act as signal transducers and mediators of G protein-independent signaling have led to the concept of biased agonism. Biased GPCR ligands are able to engage with their target receptors in a manner that preferentially activates only G protein- or β-arrestin-mediated downstream signaling. This offers the potential for next generation drugs with high selectivity to therapeutically relevant GPCR signaling pathways. In this review, we provide a summary of the recent studies highlighting G protein- or β-arrestin-biased GPCR signaling and the effects of biased ligands on disease pathogenesis and regulation.
Collapse
Affiliation(s)
- Zuzana Bologna
- Vascular Biology Center, Medical College of Georgia, Augusta University, GA 30912, USA
| | - Jian-Peng Teoh
- Vascular Biology Center, Medical College of Georgia, Augusta University, GA 30912, USA
| | - Ahmed S Bayoumi
- Vascular Biology Center, Medical College of Georgia, Augusta University, GA 30912, USA
| | - Yaoliang Tang
- Vascular Biology Center, Medical College of Georgia, Augusta University, GA 30912, USA
| | - Il-Man Kim
- Vascular Biology Center, Medical College of Georgia, Augusta University, GA 30912, USA.,Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, GA 30912, USA
| |
Collapse
|
22
|
Ward SA, Warrington NM, Taylor S, Kfoury N, Luo J, Rubin JB. Reprogramming Medulloblastoma-Propagating Cells by a Combined Antagonism of Sonic Hedgehog and CXCR4. Cancer Res 2016; 77:1416-1426. [PMID: 28031228 DOI: 10.1158/0008-5472.can-16-0847] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2016] [Revised: 12/08/2016] [Accepted: 12/09/2016] [Indexed: 01/10/2023]
Abstract
The CXCR4 chemokine and Sonic Hedgehog (SHH) morphogen pathways are well-validated therapeutic targets in cancer, including medulloblastoma. However, single-agent treatments with SHH or CXCR4 antagonists have not proven efficacious in clinical trials to date. Here, we discovered that dual inhibition of the SHH and CXCR4 pathways in a murine model of SHH-subtype medulloblastoma exerts potent antitumor effects. This therapeutic synergy resulted in the suppression of tumor-propagating cell function and correlated with increased histone H3 lysine 27 trimethylation within the promoters of stem cell genes, resulting in their decreased expression. These results demonstrate that CXCR4 contributes to the epigenetic regulation of a tumor-propagating cell phenotype. Moreover, they provide a mechanistic rationale to evaluate the combination of SHH and CXCR4 inhibitors in clinical trials for the treatment of medulloblastoma, as well as other cancers driven by SHH that coexpress high levels of CXCR4. Cancer Res; 77(6); 1416-26. ©2016 AACR.
Collapse
Affiliation(s)
- Stacey A Ward
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri
| | - Nicole M Warrington
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri
| | - Sara Taylor
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri
| | - Najla Kfoury
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri
| | - Jingqin Luo
- Department of Surgery, Washington University School of Medicine, St. Louis, Missouri
| | - Joshua B Rubin
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri. .,Department of Neuroscience, Washington University School of Medicine, St. Louis, Missouri
| |
Collapse
|
23
|
CXCR4 signaling in health and disease. Immunol Lett 2016; 177:6-15. [PMID: 27363619 DOI: 10.1016/j.imlet.2016.06.006] [Citation(s) in RCA: 165] [Impact Index Per Article: 20.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2016] [Revised: 06/22/2016] [Accepted: 06/27/2016] [Indexed: 12/23/2022]
Abstract
Chemokines and chemokine receptors regulate multiple processes such morphogenesis, angiogenesis and immune responses. Among the chemokine receptors, CXCR4 stands out for its pleiotropic roles as well as for its involvement in several pathological conditions, including immune diseases, viral infections and cancer. For these reasons, CXCR4 represents a crucial target in drug development. In this review, we discuss of CXCR4 receptor properties and signaling in health and diseases, focusing on the WHIM syndrome, an inherited immunodeficiency caused by mutations of the CXCR4 gene.
Collapse
|
24
|
Beletkaia E, Fenz SF, Pomp W, Snaar-Jagalska BE, Hogendoorn PW, Schmidt T. CXCR4 signaling is controlled by immobilization at the plasma membrane. BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH 2016; 1863:607-16. [DOI: 10.1016/j.bbamcr.2015.12.020] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2015] [Revised: 12/23/2015] [Accepted: 12/29/2015] [Indexed: 12/14/2022]
|
25
|
Zheng QD, You Y, Cui JF. Extracellular matrix stiffness: An important regulatory factor in tumor invasion and metastasis. Shijie Huaren Xiaohua Zazhi 2015; 23:4778-4784. [DOI: 10.11569/wcjd.v23.i30.4778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
It has been well documented that biochemical factors of tumor microenvironment like stromal cells, immune cells, cytokines, and chemokines contribute to the regulation of tumor invasion and metastasis. However, the roles of physical factors, especially matrix rigidity or elasticity resulting from abundant matrix protein deposition and cross-linking, remain largely unexplored. Lately, with the establishment of a series of cell culturing platforms mirroring matrix stiffness, a giant leap has been witnessed in the research into mechanisms of matrix stiffness-mediated effects on tumor invasion and metastasis. This article reviews the impact of matrix stiffness on epithelial-mesenchymal transition (EMT), motility, integrin, invasion and metastasis genes, and stemness in tumors, to illustrate that matrix stiffness is also an important factor in the regulation of tumor invasion and metastasis.
Collapse
|
26
|
Warrington NM, Sun T, Rubin JB. Targeting brain tumor cAMP: the case for sex-specific therapeutics. Front Pharmacol 2015; 6:153. [PMID: 26283963 PMCID: PMC4516881 DOI: 10.3389/fphar.2015.00153] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2015] [Accepted: 07/10/2015] [Indexed: 12/20/2022] Open
Abstract
A relationship between cyclic adenosine 3′, 5′-monophosphate (cAMP) levels and brain tumor biology has been evident for nearly as long as cAMP and its synthetase, adenylate cyclase (ADCY) have been known. The importance of the pathway in brain tumorigenesis has been demonstrated in vitro and in multiple animal models. Recently, we provided human validation for a cooperating oncogenic role for cAMP in brain tumorigenesis when we found that SNPs in ADCY8 were correlated with glioma (brain tumor) risk in individuals with Neurofibromatosis type 1 (NF1). Together, these studies provide a strong rationale for targeting cAMP in brain tumor therapy. However, the cAMP pathway is well-known to be sexually dimorphic, and SNPs in ADCY8 affected glioma risk in a sex-specific fashion, elevating the risk for females while protecting males. The cAMP pathway can be targeted at multiple levels in the regulation of its synthesis and degradation. Sex differences in response to drugs that target cAMP regulators indicate that successful targeting of the cAMP pathway for brain tumor patients is likely to require matching specific mechanisms of drug action with patient sex.
Collapse
Affiliation(s)
- Nicole M Warrington
- Department of Pediatrics, Washington University School of Medicine St Louis, MO, USA
| | - Tao Sun
- Department of Pediatrics, Washington University School of Medicine St Louis, MO, USA
| | - Joshua B Rubin
- Department of Pediatrics, Washington University School of Medicine St Louis, MO, USA ; Department of Anatomy and Neurobiology, Washington University School of Medicine St Louis, MO, USA
| |
Collapse
|
27
|
de Lourdes Perim A, Amarante MK, Guembarovski RL, de Oliveira CEC, Watanabe MAE. CXCL12/CXCR4 axis in the pathogenesis of acute lymphoblastic leukemia (ALL): a possible therapeutic target. Cell Mol Life Sci 2015; 72:1715-23. [PMID: 25572297 PMCID: PMC11113340 DOI: 10.1007/s00018-014-1830-x] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2014] [Revised: 12/09/2014] [Accepted: 12/30/2014] [Indexed: 01/23/2023]
Abstract
Acute lymphoblastic leukemia (ALL) is the commonest childhood malignancy, accounting for approximately 80 % of leukemia in the pediatric group, and its etiology is unknown. This neoplasia is characterized by male predominance, high-risk features and poor outcome, mainly in recurrence patients and adults. In recent years, advances in the success of childhood ALL treatment were verified, and the rate of cure is over 80 % of individuals. However, there is a considerable scope for improving therapeutic outcome in this neoplasia. Improvements in ALL therapy might readily be achieved by developing additional biomarkers that can predict and refine prognosis in patients with ALL. In normal hematopoietic cells, cytokines provide the stimulus for proliferation, survival, self-renewal, differentiation and functional activation. Abnormalities of cytokines are characteristic in all forms of leukemia, including ALL. The stromal cell-derived factor-1 (SDF-1 or CXCL12) is a member of the CXC chemokine family that binds to CXC chemokine receptor 4 (CXCR4). The CXCL12/CXCR4 axis appears to play a role in dissemination of solid tumors and hematopoietic diseases. Understanding the mechanisms by which ALL cells are disseminated will provide additional information to expand therapeutic approach. Therefore, this review summarizes information relating to ALL cell biology, focusing specifically in a cytokine receptor important axis, CXCL12/CXCR4, that may have implications for novel treatment strategies to improve life expectancy of patients with this neoplasia.
Collapse
Affiliation(s)
- Aparecida de Lourdes Perim
- Laboratory of Hematology, Department of Pathology, Clinical and Toxicological Analysis, Health Sciences Center, State University of Londrina, Av. Robert Koch, 60, Vila Operária, Londrina, PR 86038-440 Brazil
| | - Marla Karine Amarante
- Laboratory of Hematology, Department of Pathology, Clinical and Toxicological Analysis, Health Sciences Center, State University of Londrina, Av. Robert Koch, 60, Vila Operária, Londrina, PR 86038-440 Brazil
| | - Roberta Losi Guembarovski
- Laboratory of Study and Application of DNA Polymorphisms, Department of Pathological Sciences, Biological Sciences Center, State University of Londrina, Campus Universitário-Rod. Celso Garcia Cid (PR 445) Km 380, Londrina, PR 86051-970 Brazil
| | - Carlos Eduardo Coral de Oliveira
- Laboratory of Study and Application of DNA Polymorphisms, Department of Pathological Sciences, Biological Sciences Center, State University of Londrina, Campus Universitário-Rod. Celso Garcia Cid (PR 445) Km 380, Londrina, PR 86051-970 Brazil
| | - Maria Angelica Ehara Watanabe
- Laboratory of Study and Application of DNA Polymorphisms, Department of Pathological Sciences, Biological Sciences Center, State University of Londrina, Campus Universitário-Rod. Celso Garcia Cid (PR 445) Km 380, Londrina, PR 86051-970 Brazil
| |
Collapse
|
28
|
Luzhna L, Kutanzi K, Kovalchuk O. Gene expression and epigenetic profiles of mammary gland tissue: Insight into the differential predisposition of four rat strains to mammary gland cancer. MUTATION RESEARCH-GENETIC TOXICOLOGY AND ENVIRONMENTAL MUTAGENESIS 2015; 779:39-56. [DOI: 10.1016/j.mrgentox.2014.07.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2013] [Revised: 07/15/2014] [Accepted: 07/18/2014] [Indexed: 12/29/2022]
|
29
|
Agarwal A, MacKenzie RJ, Eide CA, Davare MA, Watanabe-Smith K, Tognon CE, Mongoue-Tchokote S, Park B, Braziel RM, Tyner JW, Druker BJ. Functional RNAi screen targeting cytokine and growth factor receptors reveals oncorequisite role for interleukin-2 gamma receptor in JAK3-mutation-positive leukemia. Oncogene 2014; 34:2991-9. [PMID: 25109334 PMCID: PMC4324389 DOI: 10.1038/onc.2014.243] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2014] [Revised: 05/23/2014] [Accepted: 06/15/2014] [Indexed: 01/25/2023]
Abstract
To understand the role of cytokine and growth factor receptor-mediated signaling in leukemia pathogenesis, we designed a functional RNA interference (RNAi) screen targeting 188 cytokine and growth factor receptors that we found highly expressed in primary leukemia specimens. Using this screen, we identified interleukin-2 gamma receptor (IL2Rγ) as a critical growth determinant for a JAK3(A572V) mutation-positive acute myeloid leukemia cell line. We observed that knockdown of IL2Rγ abrogates phosphorylation of JAK3 and downstream signaling molecules, JAK1, STAT5, MAPK and pS6 ribosomal protein. Overexpression of IL2Rγ in murine cells increased the transforming potential of activating JAK3 mutations, whereas absence of IL2Rγ completely abrogated the clonogenic potential of JAK3(A572V), as well as the transforming potential of additional JAK3-activating mutations such as JAK3(M511I). In addition, mutation at the IL2Rγ interaction site in the FERM domain of JAK3 (Y100C) completely abrogated JAK3-mediated leukemic transformation. Mechanistically, we found IL2Rγ contributes to constitutive JAK3 mutant signaling by increasing JAK3 expression and phosphorylation. Conversely, we found that mutant, but not wild-type JAK3, increased the expression of IL2Rγ, indicating IL2Rγ and JAK3 contribute to constitutive JAK/STAT signaling through their reciprocal regulation. Overall, we demonstrate a novel role for IL2Rγ in potentiating oncogenesis in the setting of JAK3-mutation-positive leukemia. In addition, our study highlights an RNAi-based functional assay that can be used to facilitate the identification of non-kinase cytokine and growth factor receptor targets for inhibiting leukemic cell growth.
Collapse
Affiliation(s)
- A Agarwal
- 1] Division of Hematology and Medical Oncology, Oregon Health & Science University, Portland, OR, USA [2] Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - R J MacKenzie
- 1] Division of Hematology and Medical Oncology, Oregon Health & Science University, Portland, OR, USA [2] Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - C A Eide
- 1] Division of Hematology and Medical Oncology, Oregon Health & Science University, Portland, OR, USA [2] Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA [3] Howard Hughes Medical Institute, Portland, OR, USA
| | - M A Davare
- Department of Pediatrics, Oregon Health & Science University, Portland, OR, USA
| | - K Watanabe-Smith
- 1] Division of Hematology and Medical Oncology, Oregon Health & Science University, Portland, OR, USA [2] Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA
| | - C E Tognon
- 1] Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA [2] Howard Hughes Medical Institute, Portland, OR, USA
| | - S Mongoue-Tchokote
- 1] Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA [2] Biostatistics Shared Resource, Oregon Health & Science University, Portland, OR, USA
| | - B Park
- 1] Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA [2] Biostatistics Shared Resource, Oregon Health & Science University, Portland, OR, USA
| | - R M Braziel
- Department of Pathology, Oregon Health & Science University, Portland, OR, USA
| | - J W Tyner
- 1] Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA [2] Department of Cell & Developmental Biology, Oregon Health & Science University, Portland, OR, USA
| | - B J Druker
- 1] Division of Hematology and Medical Oncology, Oregon Health & Science University, Portland, OR, USA [2] Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA [3] Howard Hughes Medical Institute, Portland, OR, USA
| |
Collapse
|
30
|
Chang YW, Chen MW, Chiu CF, Hong CC, Cheng CC, Hsiao M, Chen CA, Wei LH, Su JL. Arsenic trioxide inhibits CXCR4-mediated metastasis by interfering miR-520h/PP2A/NF-κB signaling in cervical cancer. Ann Surg Oncol 2014; 21 Suppl 4:S687-95. [PMID: 25047463 DOI: 10.1245/s10434-014-3812-5] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2014] [Indexed: 12/31/2022]
Abstract
BACKGROUND Arsenic apparently affects numerous intracellular signal transduction pathways and causes many alterations leading to apoptosis and differentiation in malignant cells. We and others have demonstrated that arsenic inhibits the metastatic capacity of cancer cells. Here we present additional mechanistic studies to elucidate the potential of arsenic as a promising therapeutic inhibitor of metastasis. METHODS The effects of arsenic trioxide (ATO) on human cervical cancer cell lines migration and invasion were observed by transwell assays. In experimental metastasis assays, cancer cells were injected into tail veins of severe combined immunodeficient mice for modeling metastasis. The mechanisms involved in ATO regulation of CXCR4 were analyzed by immunoblot, real-time polymerase chain reaction, and luciferase reporter assays. Immunohistochemistry was utilized to identify PP2A/C and CXCR4 protein expressions in human cervical cancer tissues. RESULTS ATO inhibited CXCR4-mediated cervical cancer cell invasion in vitro and distant metastasis in vivo. We determined that ATO modulates the pivotal nuclear factor-kappa B (NF-κB)/CXCR4 signaling pathway that contributes to cancer metastasis. Substantiating our findings, we demonstrated that ATO activates PP2A/C activity by downregulating miR-520h, which results in IKK inactivation, IκB-dephosphorylation, NF-κB inactivation, and, subsequently, a reduction in CXCR4 expression. Furthermore, PP2A/C was reduced during cervical carcinogenesis, and the loss of PP2A/C expression was closely associated with the nodal status of cervical cancer patients. CONCLUSIONS Our results indicate a functional link between ATO-mediated PP2A/C regulation, CXCR4 expression, and tumor-suppressing ability. This information will be critical in realizing the potential for synergy between ATO and other anti-cancer agents, thus providing enhanced benefit in cancer therapy.
Collapse
Affiliation(s)
- Yi-Wen Chang
- Graduate Institute of Biochemistry and Molecular Biology, National Yang-Ming University, Taipei, Taiwan
| | | | | | | | | | | | | | | | | |
Collapse
|
31
|
Castaldo C, Benicchi T, Otrocka M, Mori E, Pilli E, Ferruzzi P, Valensin S, Diamanti D, Fecke W, Varrone M, Porcari V. CXCR4 Antagonists. ACTA ACUST UNITED AC 2014; 19:859-69. [DOI: 10.1177/1087057114526283] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2013] [Accepted: 02/07/2014] [Indexed: 11/17/2022]
Abstract
The CXC chemokine receptor 4 (CXCR4) is a widely expressed G protein–coupled receptor implicated in several diseases. In cancer, an increased number of surface CXCR4 receptors, in parallel with aberrant signaling, have been reported to influence several aspects of malignancy progression. CXCR4 activation by the specific ligand C-X-C motif chemokine 12 (CXCL12) induces several intracellular signaling pathways that have been selectively related to malignancy depending on the tissue or cell type. We developed a panel of CXCR4 screening assays investigating Gαi-mediated cyclic adenosine monophosphate modulation, β-arrestin recruitment, and receptor internalization. All of the assays were set up in recombinant cells and were used to test four reported CXCR4 antagonists. Consequently, a set of hit compounds, deriving from a screening campaign of a 30,000-small-molecule internal library, was profiled with the different assays. We identified several compounds showing a pathway-selective activity: antagonists on a Gαi-dependent pathway; antagonists on both the β-arrestin and Gαi-dependent pathways, some of which induce receptor internalization; and compounds with an antagonist behavior in all of the readouts. The identified biased antagonists induce different functional states on CXCR4 and preferentially affect specific downstream responses from the activated receptor, thus providing an improved therapeutic profile for correction of CXCR4 abnormal signaling.
Collapse
Affiliation(s)
- C. Castaldo
- Department of Pharmacology, Siena Biotech S.p.A., Siena, Italy
| | - T. Benicchi
- Department of Pharmacology, Siena Biotech S.p.A., Siena, Italy
- TES Pharma S.r.l., Corciano, Italy
| | - M. Otrocka
- Chemical Biology Consortium Sweden, Science for Life Laboratory, Division of Translational Medicine, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden
| | - E. Mori
- Department of Pharmacology, Siena Biotech S.p.A., Siena, Italy
- Novartis Vaccines and Diagnostics S.r.l., Siena, Italy
| | - E. Pilli
- Department of Pharmacology, Siena Biotech S.p.A., Siena, Italy
| | - P. Ferruzzi
- Department of Pharmacology, Siena Biotech S.p.A., Siena, Italy
| | - S. Valensin
- Department of Pharmacology, Siena Biotech S.p.A., Siena, Italy
| | - D. Diamanti
- Department of Pharmacology, Siena Biotech S.p.A., Siena, Italy
| | - W. Fecke
- Department of Primary Pharmacology, UCB Pharma, Slough, UK
| | - M. Varrone
- Department of Medicinal Chemistry, Siena Biotech S.p.A., Siena, Italy
- GlaxoSmithKline R&D Neural Pathways DP Neurosciences TAU, Singapore
| | - V. Porcari
- Department of Pharmacology, Siena Biotech S.p.A., Siena, Italy
| |
Collapse
|
32
|
Costantini S, Raucci R, Colonna G, Mercurio FA, Trotta AM, Paola R, Leone M, Rossi F, Pellegrino C, Castello G, Scala S. Peptides targeting chemokine receptor CXCR4: structural behavior and biological binding studies. J Pept Sci 2014; 20:270-8. [DOI: 10.1002/psc.2614] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2013] [Revised: 12/20/2013] [Accepted: 12/20/2013] [Indexed: 01/08/2023]
Affiliation(s)
- Susan Costantini
- Istituto Nazionale per lo Studio e la Cura dei Tumori ‘Fondazione Giovanni Pascale’ (IRCCS); Naples Italy
| | - Raffaele Raucci
- Department of Biochemistry, Biophysics and General Pathology; Second University of Naples; Naples Italy
| | - Giovanni Colonna
- Department of Biochemistry, Biophysics and General Pathology; Second University of Naples; Naples Italy
| | - Flavia Anna Mercurio
- Department of Pharmacy; University of Naples ‘Federico II’; Naples Italy
- CIRPeB; Via Mezzocannone 16 Naples Italy
- Institute of Biostructures and Bioimaging, CNR; Naples Italy
| | - Anna Maria Trotta
- Istituto Nazionale per lo Studio e la Cura dei Tumori ‘Fondazione Giovanni Pascale’ (IRCCS); Naples Italy
| | - Ringhieri Paola
- Department of Pharmacy; University of Naples ‘Federico II’; Naples Italy
- CIRPeB; Via Mezzocannone 16 Naples Italy
| | - Marilisa Leone
- Institute of Biostructures and Bioimaging, CNR; Naples Italy
| | - Filomena Rossi
- Department of Pharmacy; University of Naples ‘Federico II’; Naples Italy
- CIRPeB; Via Mezzocannone 16 Naples Italy
- Institute of Biostructures and Bioimaging, CNR; Naples Italy
| | - Carmela Pellegrino
- Istituto Nazionale per lo Studio e la Cura dei Tumori ‘Fondazione Giovanni Pascale’ (IRCCS); Naples Italy
| | - Giuseppe Castello
- Istituto Nazionale per lo Studio e la Cura dei Tumori ‘Fondazione Giovanni Pascale’ (IRCCS); Naples Italy
| | - Stefania Scala
- Istituto Nazionale per lo Studio e la Cura dei Tumori ‘Fondazione Giovanni Pascale’ (IRCCS); Naples Italy
| |
Collapse
|
33
|
Discovery and computer aided potency optimization of a novel class of small molecule CXCR4 antagonists. PLoS One 2013; 8:e78744. [PMID: 24205302 PMCID: PMC3800133 DOI: 10.1371/journal.pone.0078744] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2013] [Accepted: 09/22/2013] [Indexed: 01/07/2023] Open
Abstract
Amongst the chemokine signalling axes involved in cancer, chemokine CXCL12 acting on chemokine receptor CXCR4 is particularly significant since it orchestrates migration of cancer cells in a tissue-specific metastatic process. High CXCR4 tumour expression is associated with poor prognosis of lung, brain, CNS, blood and breast cancers. We have identified a new class of small molecule CXCR4 antagonists based on the use of computational modelling studies in concert with experimental determination of in vitro activity against CXCL12-induced intracellular calcium mobilisation, proliferation and chemotaxis. Molecular modelling proved to be a useful tool in rationalising our observed potencies, as well as informing the direction of the synthetic efforts aimed at producing more potent compounds.
Collapse
|
34
|
Struckhoff AP, Rana MK, Kher SS, Burow ME, Hagan JL, Del Valle L, Worthylake RA. PDZ-RhoGEF is essential for CXCR4-driven breast tumor cell motility through spatial regulation of RhoA. J Cell Sci 2013; 126:4514-26. [PMID: 23868972 DOI: 10.1242/jcs.132381] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
The CXCL12-CXCR4 chemokine signaling pathway is a well-established driver of cancer progression. One key process promoted by CXCR4 stimulation is tumor cell motility; however, the specific signaling pathways leading to migration remain poorly understood. Previously, we have shown that CXCL12 stimulation of migration depends on temporal regulation of RhoA. However, the specific RhoGEF that translates CXCR4 signaling into RhoA activity and cell motility is unknown. We screened the three regulator of G-protein signaling RhoGEFs (LSC, LARG and PRG) and found that PRG selectively regulated the migration and invasion of CXCR4-overexpressing breast tumor cells. Interestingly, we found that PDZ-RhoGEF (PRG) was required for spatial organization of F-actin structures in the center, but not periphery of the cells. The effects on the cytoskeleton were mirrored by the spatial effects on RhoA activity that were dependent upon PRG. Loss of PRG also enhanced adherens junctions in the epithelial-like MCF7-CXCR4 cell line, and inhibited directional persistence and polarity in the more mesenchymal MDA-MB-231 cell line. Thus, PRG is essential for CXCR4-driven tumor cell migration through spatial regulation of RhoA and the subsequent organization of the cytoskeletal structures that support motility. Furthermore, immunohistochemical analysis of human breast tumor tissues shows a significant increase of PRG expression in the invasive areas of the tumors, suggesting that this RhoGEF is associated with breast tumor invasion in vivo.
Collapse
Affiliation(s)
- Amanda P Struckhoff
- Stanley S. Scott Cancer Center, Louisiana State University Health, New Orleans, Louisiana, USA
| | | | | | | | | | | | | |
Collapse
|
35
|
Inhibition of CCL2 signaling in combination with docetaxel treatment has profound inhibitory effects on prostate cancer growth in bone. Int J Mol Sci 2013; 14:10483-96. [PMID: 23698775 PMCID: PMC3676850 DOI: 10.3390/ijms140510483] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2013] [Revised: 03/14/2013] [Accepted: 05/06/2013] [Indexed: 12/16/2022] Open
Abstract
The C-C chemokine ligand 2 (CCL2) stimulates migration, proliferation, and invasion of prostate cancer (PCa) cells, and its signaling also plays a role in the activation of osteoclasts. Therefore targeting CCL2 signaling in regulation of tumor progression in bone metastases is an area of intense research. The objective of our study was to investigate the efficacy of CCL2 blockade by neutralizing antibodies to inhibit the growth of PCa in bone. We used a preclinical model of cancer growth in the bone in which PCa C4-2B cells were injected directly into murine tibiae. Animals were treated for ten weeks with neutralizing anti-CCL2 antibodies, docetaxel, or a combination of both, and then followed an additional nine weeks. CCL2 blockade inhibited the growth of PCa in bone, with even more pronounced inhibition in combination with docetaxel. CCL2 blockade also resulted in increases in bone mineral density. Furthermore, our results showed that the tumor inhibition lasted even after discontinuation of the treatment. Our data provide compelling evidence that CCL2 blockade slows PCa growth in bone, both alone and in combination with docetaxel. These results support the continued investigations of CCL2 blockade as a treatment for advanced metastatic PCa.
Collapse
|
36
|
Stroma cell-derived factor-1α signaling enhances calcium transients and beating frequency in rat neonatal cardiomyocytes. PLoS One 2013; 8:e56007. [PMID: 23460790 PMCID: PMC3584107 DOI: 10.1371/journal.pone.0056007] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2012] [Accepted: 01/03/2013] [Indexed: 11/19/2022] Open
Abstract
Stroma cell-derived factor-1α (SDF-1α) is a cardioprotective chemokine, acting through its G-protein coupled receptor CXCR4. In experimental acute myocardial infarction, administration of SDF-1α induces an early improvement of systolic function which is difficult to explain solely by an anti-apoptotic and angiogenic effect. We wondered whether SDF-1α signaling might have direct effects on calcium transients and beating frequency. Primary rat neonatal cardiomyocytes were culture-expanded and characterized by immunofluorescence staining. Calcium sparks were studied by fluorescence microscopy after calcium loading with the Fluo-4 acetoxymethyl ester sensor. The cardiomyocyte enriched cellular suspension expressed troponin I and CXCR4 but was vimentin negative. Addition of SDF-1α in the medium increased cytoplasmic calcium release. The calcium response was completely abolished by using a neutralizing anti-CXCR4 antibody and partially suppressed and delayed by preincubation with an inositol triphosphate receptor (IP3R) blocker, but not with a ryanodine receptor (RyR) antagonist. Calcium fluxes induced by caffeine, a RyR agonist, were decreased by an IP3R blocker. Treatment with forskolin or SDF-1α increased cardiomyocyte beating frequency and their effects were additive. In vivo, treatment with SDF-1α increased left ventricular dP/dtmax. These results suggest that in rat neonatal cardiomyocytes, the SDF-1α/CXCR4 signaling increases calcium transients in an IP3-gated fashion leading to a positive chronotropic and inotropic effect.
Collapse
|
37
|
Mukherjee D, Zhao J. The Role of chemokine receptor CXCR4 in breast cancer metastasis. Am J Cancer Res 2013; 3:46-57. [PMID: 23359227 PMCID: PMC3555200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2012] [Accepted: 12/25/2012] [Indexed: 06/01/2023] Open
Abstract
Breast cancer is one of the leading causes of cancer related deaths worldwide. Breast cancer-related mortality is associated with the development of metastatic potential of primary tumor lesions. The chemokine receptor CXCR4 has been found to be a prognostic marker in various types of cancer, including breast cancer. Recent advances in the field of cancer biology has pointed to the critical role that CXCR4 receptor and its ligand CXCL12 play in the metastasis of various types of cancer, including breast cancer. Breast tumors preferentially metastasize to the lung, bones and lymph nodes, all of which represent organs that secrete high levels of CXCL12. CXCL12 acts as a chemoattractant that drives CXCR4-positive primary tumor cells towards secondary metastatic sites leading to the onset of metastatic lesions. Since its discovery in 2001, the CXCR4 field has progressed at a very fast rate and further studies have pointed to the role of CXCR4 in dissemination of tumor cells from primary sites, transendothelial migration of tumor cells as well as the trafficking and homing of cancer stem cells. This review summarizes the information that has been obtained over the years regarding the role of CXCL12-CXCR4 signaling in breast cancer, discusses its potential application to the development of new therapeutic tools for breast cancer control, and elucidates the potential therapeutic challenges which lie ahead and the future directions that this field can take for the improvement of prognosis in breast cancer patients.
Collapse
Affiliation(s)
- Debarati Mukherjee
- Burnett School of Biomedical Sciences, University of Central Florida College of Medicine Orlando, FL 32827, USA
| | | |
Collapse
|
38
|
Abstract
Chemokines and their receptors have a multifaceted role in tumor biology and are implicated in nearly all aspects of cancer growth, survival and dissemination. Modulation of the interaction between chemokines and their cell surface receptor is, therefore, a promising area for the development of new cancer medicines. In this review, we look at the compelling evidence that is emerging to support targeting CXC chemokines, also known as family α chemokines, as novel therapeutic strategies in the treatment of cancer.
Collapse
|
39
|
Özel C, Seidel J, Meyer-Staeckling S, Brandt BH, Niggemann B, Zänker KS, Dittmar T. Hybrid cells derived from breast epithelial cell/breast cancer cell fusion events show a differential RAF-AKT crosstalk. Cell Commun Signal 2012; 10:10. [PMID: 22487193 PMCID: PMC3349602 DOI: 10.1186/1478-811x-10-10] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2011] [Accepted: 04/09/2012] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND The biological phenomenon of cell fusion has been linked to several characteristics of tumour progression, including an enhanced metastatogenic capacity and an enhanced drug resistance of hybrid cells. We demonstrated recently that M13SV1-EGFP-Neo breast epithelial cells exhibiting stem cell characteristics spontaneously fused with MDA-MB-435-Hyg breast cancer cells, thereby giving rise to stable M13MDA435 hybrid cells, which are characterised by a unique gene expression profile and migratory behaviour. Here we investigated the involvement of the PLC-β/γ1, PI3K/AKT and RAS-RAF-ERK signal transduction cascades in the EGF and SDF-1α induced migration of two M13MDA435 hybrid cell clones in comparison to their parental cells. RESULTS Analysis of the migratory behaviour by using the three-dimensional collagen matrix migration assay showed that M13SV1-EGFP-Neo cells as well as M13MDA435 hybrid cells, but not the breast cancer cell line, responded to EGF stimulation with an increased locomotory activity. By contrast, SDF-1α solely stimulated the migration of M13SV1-EGFP-Neo cells, whereas the migratory activity of the other cell lines was blocked. Analysis of signal transduction cascades revealed a putative differential RAF-AKT crosstalk in M13MDA435-1 and -3 hybrid cell clones. The PI3K inhibitor Ly294002 effectively blocked the EGF induced migration of M13MDA435-3 hybrid cells, whereas the EGF induced locomotion of M13MDA435-1 hybrid cells was markedly increased. Analysis of RAF-1 S259 phosphorylation, being a major mediator of the negative regulation of RAF-1 by AKT, showed decreased pRAF-1 S259 levels in LY294002 treated M13MDA435-1 hybrid cells. By contrast, pRAF-1 S259 levels remained unaltered in the other cell lines. Inhibition of PI3K/AKT signalling by Ly294002 relieves the AKT mediated phosphorylation of RAF-1, thereby restoring MAPK signalling. CONCLUSIONS Here we show that hybrid cells could evolve exhibiting a differential active RAF-AKT crosstalk. Because PI3K/AKT signalling has been chosen as a target for anti-cancer therapies our data might point to a possible severe side effect of AKT targeted cancer therapies. Inhibition of PI3K/AKT signalling in RAF-AKT crosstalk positive cancer (hybrid) cells could result in a progression of these cells. Thus, not only the receptor (activation) status, but also the activation of signal transduction molecules should be analysed thoroughly prior to therapy.
Collapse
Affiliation(s)
- Cem Özel
- Zentrum für Biomedizinische Ausbildung und Forschung der UWH (ZBAF), Institute of Immunology, Witten/Herdecke University, Stockumer Str. 10, 58448 Witten, Germany
| | - Jeanette Seidel
- Zentrum für Biomedizinische Ausbildung und Forschung der UWH (ZBAF), Institute of Immunology, Witten/Herdecke University, Stockumer Str. 10, 58448 Witten, Germany
| | - Sönke Meyer-Staeckling
- Institute of Tumorbiology, University Hospital Hamburg Eppendorf, Martinistr. 52, 20246 Hamburg, Germany
| | - Burkhard H Brandt
- Institute of Clinical Chemistry, University Hospital Schleswig Holstein, Michaelisstr. 5, 24105 Kiel, Germany
| | - Bernd Niggemann
- Zentrum für Biomedizinische Ausbildung und Forschung der UWH (ZBAF), Institute of Immunology, Witten/Herdecke University, Stockumer Str. 10, 58448 Witten, Germany
| | - Kurt S Zänker
- Zentrum für Biomedizinische Ausbildung und Forschung der UWH (ZBAF), Institute of Immunology, Witten/Herdecke University, Stockumer Str. 10, 58448 Witten, Germany
| | - Thomas Dittmar
- Zentrum für Biomedizinische Ausbildung und Forschung der UWH (ZBAF), Institute of Immunology, Witten/Herdecke University, Stockumer Str. 10, 58448 Witten, Germany
| |
Collapse
|
40
|
Ferrari A, Petterino C, Ratto A, Campanella C, Wurth R, Thellung S, Vito G, Barbieri F, Florio T. CXCR4 expression in feline mammary carcinoma cells: evidence of a proliferative role for the SDF-1/CXCR4 axis. BMC Vet Res 2012; 8:27. [PMID: 22417013 PMCID: PMC3364888 DOI: 10.1186/1746-6148-8-27] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2011] [Accepted: 03/14/2012] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND Mammary tumours frequently develop in female domestic cats being highly malignant in a large percentage of cases. Chemokines regulate many physiological and pathological processes including organogenesis, chemotaxis of inflammatory cells, as well as tumour progression and metastasization. In particular, the chemokine/receptor pair SDF-1/CXCR4 has been involved in the regulation of metastatic potential of neoplastic cells, including breast cancer. The aim of this study was the immunohistochemical defininition of the expression profile of CXCR4 in primary and metastatic feline mammary carcinomas and the evaluation of the role of SDF-1 in feline mammary tumour cell proliferation. RESULTS A total of 45 mammary surgical samples, including 33 primary tumours (31 carcinomas and 2 adenomas), 6 metastases, and 4 normal mammary tissues were anlyzed. Tumor samples were collected from a total number of 26 animals, as in some cases concurrent occurrence of neoplasm in more than one mammary gland was observed. Tissues were processed for standard histological examination, and all lesions were classified according to the World Health Organization criteria. CXCR4 expression in neoplastic cells was evaluated by immunohistochemistry. The level of CXCR4 immunoreactivity was semi-quantitatively estimated as CXCR4 score evaluating both the number of positive cells and the intensity of staining. Six primary, fibroblast-free primary cultures were obtained from fresh feline mammary carcinomas and characterized by immunofluorescence for CXCR4 and malignant mammary cell marker expression. SDF-1-dependent in vitro proliferative effects were also assayed. CXCR4 expression was observed in 29 out of 31 malignant tissues with a higher CXCR4 score observed in 4 out of 6 metastatic lesions than in the respective primary tumours. In 2 benign lesions analyzed, only the single basaloid adenoma showed a mild positive immunostaining against CXCR4. Normal tissue did not show CXCR4 immunoreactivity. CXCR4 score was statistically significantly associated with the histological features of the samples, showing an increase accordingly with the degree of neoplastic transformation (from normal tissue to metastatic lesions). Finally, in the primary cultures obtained from 6 primary feline mammary carcinomas CXCR4 expression was detected in all cells and its activation by SDF-1 in vitro treatment caused a significant increase in the proliferation rate in 5 out of 6 tumours. CONCLUSIONS These results indicate that malignant feline mammary tumours commonly express CXCR4, with a higher level in malignant tumours, and, in most of the cases analysed, metastatic cells display stronger immunoreactivity for CXCR4 than the corresponding primary tumours. Moreover, CXCR4 activation in primary cultures of feline mammary carcinomas causes increase in the proliferative rate. Thus, SDF-1/CXCR4 system seems to play a tumorigenic in feline mammary gland malignancy and in vitro cultures from these tumour samples may represent an experimental model to investigate the biological and pharmacological role of this chemokinergic axis.
Collapse
Affiliation(s)
- Angelo Ferrari
- Section of Pharmacology, Department of Internal Medicine, University of Genova, Viale Benedetto XV 2, 16132 Genova, Italy
| | | | | | | | | | | | | | | | | |
Collapse
|
41
|
Castro FV, McGinn OJ, Krishnan S, Marinov G, Li J, Rutkowski AJ, Elkord E, Burt DJ, Holland M, Vaghjiani R, Gallego A, Saha V, Stern PL. 5T4 oncofetal antigen is expressed in high risk of relapse childhood pre-B acute lymphoblastic leukemia and is associated with a more invasive and chemotactic phenotype. Leukemia 2012; 26:1487-98. [PMID: 22266911 PMCID: PMC3378689 DOI: 10.1038/leu.2012.18] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Although the overall prognosis in childhood acute lymphoblastic leukemia (ALL) is good, outcome after relapse is poor. Recurrence is frequently characterized by the occurrence of disease at extramedullary sites, such as the central nervous system and testes. Subpopulations of blasts able to migrate to such areas may have a survival advantage and give rise to disease recurrence. Gene expression profiling of 85 diagnostic pre-B-ALL bone marrow samples revealed higher 5T4 oncofetal antigen transcript levels in cytogenetic high-risk subgroups of patients (P<0.001). Flow cytometric analysis determined that bone marrow from relapse patients have a significantly higher percentage of 5T4-positive leukemic blasts than healthy donors (P=0.005). The high-risk Sup-B15 pre-B-ALL line showed heterogeneity in 5T4 expression, and the derived, 5T4(+) (Sup5T4) and 5T4(-) (Sup) subline cells, displayed differential spread to the omentum and ovaries following intraperitoneal inoculation of immunocompromised mice. Consistent with this, Sup5T4 compared with Sup cells show increased invasion in vitro concordant with increased LFA-1 and VLA-4 integrin expression, adhesion to extracellular matrix and secretion of matrix metalloproteases (MMP-2/-9). We also show that 5T4-positive Sup-B15 cells are susceptible to 5T4-specific superantigen antibody-dependent cellular toxicity providing support for targeted immunotherapy in high-risk pre-B-ALL.
Collapse
Affiliation(s)
- F V Castro
- Cancer Research UK Immunology Group, Paterson Institute for Cancer Research, University of Manchester, Manchester, UK
| | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
42
|
Woerner BM, Luo J, Brown KR, Jackson E, Dahiya SM, Mischel P, Benovic JL, Piwnica-Worms D, Rubin JB. Suppression of G-protein-coupled receptor kinase 3 expression is a feature of classical GBM that is required for maximal growth. Mol Cancer Res 2011; 10:156-66. [PMID: 22086906 DOI: 10.1158/1541-7786.mcr-11-0411] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
G-protein-coupled receptor kinases (GRK) regulate the function of G-protein-coupled receptors (GPCR). Previously, we found that GPCR (CXCR4)-mediated astrocytoma growth was dependent upon abnormally sustained CXCR4 signaling and was correlated with decreased GRK-mediated receptor phosphorylation. As CXCR4 has also been implicated in the stimulation of high-grade glioma growth, we sought to determine whether dysregulation of GRK expression and/or function might also be present in high-grade gliomas. In an analysis of data from The Cancer Genome Atlas, we found that GRK3 expression is frequently decreased in glioblastoma (GBM) of the classical subtype, which possesses signature amplification or mutational activation of the epidermal growth factor (EGF) receptor. We tested the correlation between GRK3 expression and GBM subtypes, as well as the relationship between the activation of the EGF and other growth factor receptor pathways and GRK expression. In analyses of primary GBM tissue and RNA specimens, we found that GRK3 expression is correlated with established criteria for GBM subtyping including expression of EGF receptor, platelet-derived growth factor receptor (PDGFR)α, NF1, PTEN, CDKN2A, and neurofilament. We also found that established drivers of gliomagenesis, the EGF, PDGF, and TGF-β pathways, all regulate GRK expression. Coculture experiments, designed to mimic critical interactions between tumor and brain microvascular endothelial cells, showed that specifically increasing GRK3 expression reduced the trophic effect of endothelial cells on tumor cells. Together, these experiments show that GRK3 is a negative regulator of cell growth whose expression is preferentially reduced in GBM of the classical subtype as a consequence of activity in primary gliomagenic pathways.
Collapse
Affiliation(s)
- B Mark Woerner
- Department of Pediatrics, Washington University School of Medicine, St Louis, MO 63110, USA
| | | | | | | | | | | | | | | | | |
Collapse
|
43
|
Yuan Y, Savage RS, Markowetz F. Patient-specific data fusion defines prognostic cancer subtypes. PLoS Comput Biol 2011; 7:e1002227. [PMID: 22028636 PMCID: PMC3197649 DOI: 10.1371/journal.pcbi.1002227] [Citation(s) in RCA: 68] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2011] [Accepted: 08/28/2011] [Indexed: 11/18/2022] Open
Abstract
Different data types can offer complementary perspectives on the same biological phenomenon. In cancer studies, for example, data on copy number alterations indicate losses and amplifications of genomic regions in tumours, while transcriptomic data point to the impact of genomic and environmental events on the internal wiring of the cell. Fusing different data provides a more comprehensive model of the cancer cell than that offered by any single type. However, biological signals in different patients exhibit diverse degrees of concordance due to cancer heterogeneity and inherent noise in the measurements. This is a particularly important issue in cancer subtype discovery, where personalised strategies to guide therapy are of vital importance. We present a nonparametric Bayesian model for discovering prognostic cancer subtypes by integrating gene expression and copy number variation data. Our model is constructed from a hierarchy of Dirichlet Processes and addresses three key challenges in data fusion: (i) To separate concordant from discordant signals, (ii) to select informative features, (iii) to estimate the number of disease subtypes. Concordance of signals is assessed individually for each patient, giving us an additional level of insight into the underlying disease structure. We exemplify the power of our model in prostate cancer and breast cancer and show that it outperforms competing methods. In the prostate cancer data, we identify an entirely new subtype with extremely poor survival outcome and show how other analyses fail to detect it. In the breast cancer data, we find subtypes with superior prognostic value by using the concordant results. These discoveries were crucially dependent on our model's ability to distinguish concordant and discordant signals within each patient sample, and would otherwise have been missed. We therefore demonstrate the importance of taking a patient-specific approach, using highly-flexible nonparametric Bayesian methods.
Collapse
Affiliation(s)
- Yinyin Yuan
- Cambridge Research Institute, Cancer Research UK, Cambridge, United Kingdom.
| | | | | |
Collapse
|
44
|
Wojcechowskyj JA, Lee JY, Seeholzer SH, Doms RW. Quantitative phosphoproteomics of CXCL12 (SDF-1) signaling. PLoS One 2011; 6:e24918. [PMID: 21949786 PMCID: PMC3176801 DOI: 10.1371/journal.pone.0024918] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2011] [Accepted: 08/19/2011] [Indexed: 11/18/2022] Open
Abstract
CXCL12 (SDF-1) is a chemokine that binds to and signals through the seven transmembrane receptor CXCR4. The CXCL12/CXCR4 signaling axis has been implicated in both cancer metastases and human immunodeficiency virus type 1 (HIV-1) infection and a more complete understanding of CXCL12/CXCR4 signaling pathways may support efforts to develop therapeutics for these diseases. Mass spectrometry-based phosphoproteomics has emerged as an important tool in studying signaling networks in an unbiased fashion. We employed stable isotope labeling with amino acids in cell culture (SILAC) quantitative phosphoproteomics to examine the CXCL12/CXCR4 signaling axis in the human lymphoblastic CEM cell line. We quantified 4,074 unique SILAC pairs from 1,673 proteins and 89 phosphopeptides were deemed CXCL12-responsive in biological replicates. Several well established CXCL12-responsive phosphosites such as AKT (pS473) and ERK2 (pY204) were confirmed in our study. We also validated two novel CXCL12-responsive phosphosites, stathmin (pS16) and AKT1S1 (pT246) by Western blot. Pathway analysis and comparisons with other phosphoproteomic datasets revealed that genes from CXCL12-responsive phosphosites are enriched for cellular pathways such as T cell activation, epidermal growth factor and mammalian target of rapamycin (mTOR) signaling, pathways which have previously been linked to CXCL12/CXCR4 signaling. Several of the novel CXCL12-responsive phosphoproteins from our study have also been implicated with cellular migration and HIV-1 infection, thus providing an attractive list of potential targets for the development of cancer metastasis and HIV-1 therapeutics and for furthering our understanding of chemokine signaling regulation by reversible phosphorylation.
Collapse
Affiliation(s)
- Jason A. Wojcechowskyj
- Department of Microbiology, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Jessica Y. Lee
- Protein and Proteomics Core, Children's Hospital of Philadelphia Research Institute, Philadelphia, Pennsylvania, United States of America
| | - Steven H. Seeholzer
- Protein and Proteomics Core, Children's Hospital of Philadelphia Research Institute, Philadelphia, Pennsylvania, United States of America
| | - Robert W. Doms
- Department of Microbiology, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, United States of America
- * E-mail:
| |
Collapse
|
45
|
Kiefer F, Siekmann AF. The role of chemokines and their receptors in angiogenesis. Cell Mol Life Sci 2011; 68:2811-30. [PMID: 21479594 PMCID: PMC11115067 DOI: 10.1007/s00018-011-0677-7] [Citation(s) in RCA: 80] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2010] [Revised: 03/09/2011] [Accepted: 03/22/2011] [Indexed: 12/21/2022]
Abstract
Chemokines are a vertebrate-specific group of small molecules that regulate cell migration and behaviour in diverse contexts. So far, around 50 chemokines have been identified in humans, which bind to 18 different chemokine receptors. These are members of the seven-transmembrane receptor family. Initially, chemokines were identified as modulators of the immune response. Subsequently, they were also shown to regulate cell migration during embryonic development. Here, we discuss the influence of chemokines and their receptors on angiogenesis, or the formation of new blood vessels. We highlight recent advances in our understanding of how chemokine signalling might directly influence endothelial cell migration. We furthermore examine the contributions of chemokine signalling in immune cells during this process. Finally, we explore possible implications for disease settings, such as chronic inflammation and tumour progression.
Collapse
Affiliation(s)
- Friedemann Kiefer
- Max Planck Institute for Molecular Biomedicine, Roentgenstr. 20, 48149 Muenster, Germany
| | - Arndt F. Siekmann
- Max Planck Institute for Molecular Biomedicine, Roentgenstr. 20, 48149 Muenster, Germany
| |
Collapse
|
46
|
Twery EN, Raper JA. SDF1-induced antagonism of axonal repulsion requires multiple G-protein coupled signaling components that work in parallel. PLoS One 2011; 6:e18896. [PMID: 21556147 PMCID: PMC3083402 DOI: 10.1371/journal.pone.0018896] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2010] [Accepted: 03/24/2011] [Indexed: 11/18/2022] Open
Abstract
SDF1 reduces the responsiveness of axonal growth cones to repellent guidance cues in a pertussis-toxin-sensitive, cAMP-dependent manner. Here, we show that SDF1's antirepellent effect can be blocked in embryonic chick dorsal root ganglia (DRGs) by expression of peptides or proteins inhibiting either Gαi, Gαq, or Gβγ. SDF1 antirepellent activity is also blocked by pharmacological inhibition of PLC, a common effector protein for Gαq. We also show that SDF1 antirepellent activity can be mimicked by overexpression of constitutively active Gαi, Gαq, or Gαs. These results suggest a model in which multiple G protein components cooperate to produce the cAMP levels required for SDF1 antirepellent activity.
Collapse
Affiliation(s)
- E. Naomi Twery
- Neuroscience Graduate Group, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Jonathan A. Raper
- Department of Neuroscience, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, United States of America
- * E-mail:
| |
Collapse
|
47
|
Biajoux V, Bignon A, Bouchet-Delbos L, Emilie D, Balabanian K. [Dysfunctions of the CXCL12 (SDF-1)/CXCR4 signaling axis in the WHIM syndrome and the idiopathic CD4(+) T-cell lymphocytopenia]. Biol Aujourdhui 2011; 204:273-284. [PMID: 21215244 DOI: 10.1051/jbio/2010022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2010] [Indexed: 05/30/2023]
Abstract
Chemokines are small cytokine-like secreted proteins that govern migration of leukocytes to their specific niches in lymphoid organs and to inflammatory sites. They mediate their functions by binding to and activating chemokine receptors, which belong to the heptahelical G protein-coupled receptor family. The CXC chemokine Stromal cell Derived Factor-1 (SDF-1/CXCL12) is the sole natural ligand for the broadly expressed CXCR4 receptor and acts as a chemoattractant for many leukocyte subsets. The CXCL12/CXCR4 axis exerts critical activities in homeostatic processes such as organogenesis, hematopoiesis and leukocyte trafficking. Dysregulations of CXCR4 signaling and/or expression are associated with several infectious, inflammatory, autoimmune and malignant conditions. In light of recent data, we review here CXCR4 dysfunctions unveiled in two rare human immunodeficiency disorders, one characterized by a gain of CXCR4 function, the WHIM syndrome, and the other by a loss of CXCR4 function, the idiopathic CD4(+) T-cell lymphocytopenia.
Collapse
Affiliation(s)
- Vincent Biajoux
- Université Paris-Sud, Laboratoire Cytonkin, Chimiokines et Immunopathologies, UMR S996, 32 rue des Carnets, 92140 Clamart, France - INSERM, 92140 Clamart, France
| | | | | | | | | |
Collapse
|
48
|
Congreve M, Langmead C, Marshall FH. The use of GPCR structures in drug design. ADVANCES IN PHARMACOLOGY (SAN DIEGO, CALIF.) 2011; 62:1-36. [PMID: 21907905 DOI: 10.1016/b978-0-12-385952-5.00011-7] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Structure-based drug discovery is routinely applied to soluble targets such as proteases and kinases. It is only recently that multiple high-resolution X-ray structures of G protein-coupled receptors (GPCRs) have become available. Here we review the technology developments that have led to the recent plethora of GPCR structures. These include developments in protein expression and purification as well as techniques to stabilize receptors and crystallize them. We discuss the findings derived from the new structures with regard to understanding GPCR function and pharmacology. Finally, we examine the utility of structure-based drug discovery approaches including homology modeling, virtual screening, and fragment screening for GPCRs in the context of what has been learnt from other target classes.
Collapse
Affiliation(s)
- Miles Congreve
- Heptares Therapeutics, Biopark, Welwyn Garden City, Hertfordshire, United Kingdom
| | | | | |
Collapse
|
49
|
Chow KY, Brotin É, Ben Khalifa Y, Carthagena L, Teissier S, Danckaert A, Galzi JL, Arenzana-Seisdedos F, Thierry F, Bachelerie F. A Pivotal Role for CXCL12 Signaling in HPV-Mediated Transformation of Keratinocytes: Clues to Understanding HPV-Pathogenesis in WHIM Syndrome. Cell Host Microbe 2010; 8:523-33. [DOI: 10.1016/j.chom.2010.11.006] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2010] [Revised: 10/26/2010] [Accepted: 11/22/2010] [Indexed: 12/31/2022]
|
50
|
Osteoclast-gene expression profiling reveals osteoclast-derived CCR2 chemokines promoting myeloma cell migration. Blood 2010; 117:1280-90. [PMID: 21097672 DOI: 10.1182/blood-2010-04-279760] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
Multiple myeloma is characterized by the clonal expansion of malignant plasma cells (multiple myeloma cells [MMCs]), in the bone marrow. Osteolytic bone lesions are detected in 80% of patients because of increased osteoclastic bone resorption and reduced osteoblastic bone formation. MMCs are found closely associated with sites of increased bone resorption. Osteoclasts strongly support MMC survival in vitro. To further elucidate the mechanisms involved in osteoclast/MMC interaction, we have identified 552 genes overexpressed in osteoclasts compared with other bone marrow cell subpopulations. Osteoclasts express specifically genes coding for 4 CCR2-targeting chemokines and genes coding for MMC growth factors. An anti-CCR2 monoclonal antibody blocked osteoclast chemoattractant activity for MMC, and CCR2 chemokines are also MMC growth factors, promoting mitogen-activated protein kinase activation in MMC. An anti-insulin growth factor-1 receptor monoclonal antibody completely blocked the osteoclast-induced survival of MMC suppressing both osteoclast and MMC survival. Specific a proliferation-inducing ligand or IL-6 inhibitors partially blocked osteoclast-induced MMC survival. These data may explain why newly diagnosed patients whose MMC express high levels of CCR2 present numerous bone lesions. This study displays additional mechanisms involved in osteoclast/MMC interaction and suggests using CCR2 and/or insulin growth factor-1 targeting strategies to block this interaction and prevent drug resistance.
Collapse
|